Nebius Token Factory
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Neetu Pathak🛠️ 2 tools 🙏 20 karmaJun 6, 2025@Skymel: Create Your Own Personal AgentsMD Shahab, thank you for reporting the bug. That shouldn't have happened, and I'll investigate the issue. If it fails again, please try re-running the same query - this isn't a common occurrence. Since it's an agent-based system, it may take some time to combine responses from all sources. -
Currently using it for handling basic FAQs and simple actions and it's doing the job. The no code part makes everything straightforward. Replies are fast and natural. Nice tool option if you're looking to simply add a chatbot without dealing with the complex stuff.
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DeepSeek — v3.2Much longer code understanding, with claims of over 1M token context enabled by a new sparse attention approach. Better repo-level work, aiming for multi-file reasoning like tracking imports, types across modules, and cross-file refactors. Stronger “memory-like” behavior for projects, via Engram conditional memory meant to retain and recall repo conventions and patterns. More stable scaling and training efficiency, tied to the mHC (Manifold-Constrained Hyper-Connections) method DeepSeek published. More accessible deployment claims, with the article stating it is designed to run on consumer-grade GPUs (example given: dual RTX 4090 or single RTX 5090).
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